Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
| model_type | roc_auc | tss_max | percent_deviance_explained |
|---|---|---|---|
| rf | 0.9627264 | 0.8375373 | 0.5398521 |
| bt | 0.7797086 | 0.4696259 | 0.1742480 |
| maxnet | 0.7919318 | 0.4636939 | NA |
| gam | 0.7915008 | 0.4553958 | 0.2026809 |
| glm | 0.7237137 | 0.3753137 | 0.1163625 |